Classification Tree Analysis of Stochastic Optimal Control Sequences for Mixed-mode Buildings
نویسنده
چکیده
In an attempt to increase energy efficiency in high-performance mixed-mode buildings, a control optimization is conducted, yielding a sequence of best-case energy saving and comfort preserving window opening schedules. The optimal sequence and a set of corresponding predictors are used in a classification tree analysis to glean simple control logic from the optimal solution that can be embedded in a building control system. Due to a comfort-heavy weighted objective function, the optimal control sequence is shown to perform worse than a default control sequence for the example building, however the extracted control rule performs as well as, and in some cases better than the default, improving comfort with no added energy cost.
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تاریخ انتشار 2011